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@BootLoops-ai

BootLoops

A harness for large language models doing precision quantitative science: certified tools, patched engines, working protocols. Created by Matthew D. Schwartz.

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  1. bootloops bootloops Public

    BootLoops 1.0: certified computational tools and house engines for exact and high-precision physics and quantitative science, built to be driven by LLM agents. MIT; docs CC BY 4.0.

    Python 423 68

  2. skills skills Public

    BootLoops skills: working protocols and research skills for trustworthy quantitative work with AI agents, as plain-markdown Agent Skills and Claude Code / Codex plugins. MIT (scripts), CC BY 4.0 (t…

    Python 24 8

  3. feedback feedback Public

    Comments, corrections and issues for bootloops.ai (papers, web summaries, tools)

    3

  4. jackandjill jackandjill Public

    JaCKandJill 1.0: exact and certified Bayesian evidence for phylogenetic models (Python package phyloexact, with its self-certification suite). Part of BootLoops. MIT.

    Python 3 1

  5. amflow-cpp amflow-cpp Public

    BootLoops patched fork of AMFlow.cpp (chang18/amflow-cpp v1.1.0): precision fixes, Kira/FireFly robustness, checkpoint/resume; validation wrappers in bootloops-wrappers/. MIT.

    C++ 3 1

  6. kira kira Public

    BootLoops patched fork of Kira 3.1 (kira-pyred/kira): parallel back-substitution, SQLite transaction guards, 128-bit-weight build; Kira-derived GPL Python tools in bootloops-tools/. GPL-3.0-or-later.

    C++ 2

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